Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

147

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Agente
    Dormiente

    Agent registration, discovery, and reliable async messaging — in one broker.

    Python
    • a2a
    • a2a-protocol
    • a2discovery
    • agent
    • agent-communication

    githubcrescita misurataApri fonte ↗

    18stelle GitHub+1 (+5.9 %)
  2. 2

    Skill
    Attivo

    Hivemind turns your traces into reusable skills across agents

    TypeScriptLicenza: Apache-2.0
    • ai
    • ai-agents
    • ai-memory
    • anthropic
    • artificial-intelligence

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add activeloopai/hivemind

    1 593stelle GitHub+7 (+0.44 %)
  3. 3

    Altro
    Attivo

    Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

    Rust
    • ai
    • bigdata
    • cloud-native
    • database
    • elasticsearch

    githubcrescita misurataApri fonte ↗

    9 433stelle GitHub+9 (+0.10 %)
  4. 4

    MCP
    Attivo

    Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

    ↓ 107 download/settimanaTypeScriptLicenza: NOASSERTION

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add codeseeker -- npx codeseeker

      19stelle GitHub+1 (+5.6 %)
    • 5

      Agente
      Attivo

      Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3.…

      JavaLicenza: Apache-2.0
      • a2a
      • acp
      • agentic-ai
      • ai-agents
      • anthropic

      githubcrescita misurataApri fonte ↗

      3 804stelle GitHub+8 (+0.21 %)
    • 6

      Skill
      Attivo

      Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.

      PythonLicenza: Apache-2.0
      • agent-memory
      • bm25
      • chromadb
      • claude-code
      • claude-code-plugin

      githubcrescita misurataApri fonte ↗

      Installa /plugin marketplace add XBlueSky/cortexes

      20stelle GitHub+1 (+5.3 %)
    • 7

      MCP
      Attivo

      Universal MCP Server with advanced AI memory capabilities and semantic search.

      ↓ 913 download/settimanaPythonLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add marm-mcp-server -- uvx marm-mcp-server

        339stelle GitHub+4 (+1.2 %)
      • 8

        Agente
        Attivo

        BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

        PythonLicenza: Apache-2.0
        • agent
        • ai
        • chatbot
        • enterprise
        • finetune

        githubcrescita misurataApri fonte ↗

        11 920stelle GitHub+8 (+0.07 %)
      • 9

        Altro
        Attivo

        The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

        TypeScriptLicenza: Apache-2.0
        • applicant-tracking-system
        • ats
        • hacktoberfest
        • machine-learning
        • natural-language-processing

        githubcrescita misurataApri fonte ↗

        28 302stelle GitHub+8 (+0.03 %)
      • 10

        Altro
        Attivo

        Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

        TypeScriptLicenza: Apache-2.0
        • a2a
        • agent
        • agent-os
        • agent-sandbox
        • agentic

        githubcrescita misurataApri fonte ↗

        877stelle GitHub+5 (+0.57 %)
      • 11

        Agente
        Attivo

        Data-Agent：从 0 到 1 构建 Text2SQL 智能体实战教程，覆盖 StateGraph 编排、双重 RAG、关系图谱、HITL 人工确认、SQL 自动纠错、Python Docker 沙盒执行与 A2A + SSE 流式交互。

        Kotlin
        • a2a
        • ai-agent
        • human-in-the-loop
        • rag
        • stategraph

        githubcrescita misurataApri fonte ↗

        100stelle GitHub+2 (+2.0 %)
      • 12

        MCP
        Attivo

        MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

        TypeScriptLicenza: MIT
        • ai-agents
        • claude
        • claude-ai
        • claude-code
        • claude-code-plugin

        githubcrescita misurataApri fonte ↗

        102stelle GitHub+2 (+2.0 %)
      • 13

        MCP
        Attivo

        The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.

        Rust
        • a2a
        • a2ui
        • ag-ui
        • agent-orchestration
        • agent-os

        githubcrescita misurataApri fonte ↗

        30stelle GitHub+1 (+3.4 %)
      • 14

        Skill
        Attivo

        Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…

        PythonLicenza: MIT
        • agent-memory
        • ai
        • ai-agents
        • ai-memory
        • claude-code

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/docmancer/docmancer ~/.claude/skills/docmancer

        123stelle GitHub+2 (+1.7 %)
      • 15

        Altro
        Attivo

        CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

        JavaLicenza: Apache-2.0
        • analytics
        • big-data
        • cratedb
        • database
        • dbms

        githubcrescita misurataApri fonte ↗

        4 432stelle GitHub+5 (+0.11 %)
      • 16

        Altro
        Attivo

        High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

        RustLicenza: Apache-2.0
        • ai-engineering
        • ai-pipeline
        • arrow
        • artificial-intelligence
        • big-data

        githubcrescita misurataApri fonte ↗

        5 735stelle GitHub+5 (+0.09 %)
      • 17

        MCP
        Attivo

        USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…

        PythonLicenza: MIT
        • bigquery
        • claude-code
        • claude-code-plugin
        • faiss
        • mcp-server

        githubcrescita misurataApri fonte ↗

        177stelle GitHub+2 (+1.1 %)
      • 18

        Skill
        Attivo

        Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

        PythonLicenza: MIT
        • agent-memory
        • agent-skills
        • agentic-ai
        • agentic-rag
        • ai-agents

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/sparkplug604/praxis ~/.claude/skills/praxis

        48stelle GitHub+1 (+2.1 %)
      • 19

        MCP
        Attivo

        A semantic search engine for files and code.

        PythonLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add vexor -- uvx vexor

          239stelle GitHub+2 (+0.84 %)
        • 20

          Agente
          Attivo

          TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

          GoLicenza: Apache-2.0
          • agent
          • agent-context
          • agent-memory
          • agentic
          • ai

          githubcrescita misurataApri fonte ↗

          40 479stelle GitHub+4 (+0.010 %)
        • 21

          Skill
          Attivo

          Semantic Scholar API wrapper for agents — search 200M+ papers, traverse citations, find authors. Python, rate-limited, multi-agent.

          PythonLicenza: MIT
          • academic
          • agent-skill
          • agent-skills
          • citations
          • claude-code

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/Agents365-ai/semanticscholar-skill ~/.claude/skills/semanticscholar-skill

          68stelle GitHub+1 (+1.5 %)
        • 22

          MCP
          Attivo

          AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

          RustLicenza: MIT
          • ast
          • call-graph
          • claude-code
          • claude-code-plugin
          • code-navigation

          githubcrescita misurataApri fonte ↗

          71stelle GitHub+1 (+1.4 %)
        • 23

          MCP
          Attivo

          Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

          JavaLicenza: Apache-2.0
          • a2a
          • ai-agents
          • ai-orchestration
          • chatbot
          • conversation-memory

          githubcrescita misurataApri fonte ↗

          372stelle GitHub+2 (+0.54 %)

        Risorse didattiche e di riferimento

        Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

        1. 1

          agent-systems-handbook

          Agente
          AttivoApri fonte ↗

          A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

          MDX
          • a2a
          • agent-framework
          • agent-memory
          • agentic-ai
          • agentic-workflow
          githubRisorsacrescita misurata
          316stelle GitHub+3 (+0.96 %)
        2. 2

          dspy-skills

          Skill
          AttivoApri fonte ↗

          Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

          PythonLicenza: MIT
          • agent-skills
          • claude-code
          • claude-skills
          • dspy
          • llm
          github

          Installa git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills

          Risorsacrescita misurata
          122stelle GitHub+2 (+1.7 %)